omnilabs.ai

What It Is

Omniscience (Omni) is a tool for research, knowledge retrieval, and AI-assisted writing. It aims to address two common issues with general-purpose AI writing tools: generic content and the inability to access a user’s own knowledge. By using context from documents, books, websites, Zoom transcripts, Notion docs, and other sources that users upload or connect, it can generate content that better reflects domain expertise and team knowledge.

Core Capabilities

Its core value proposition is “search and writing based on private knowledge.” The Omni extension can retrieve the most relevant snippets from all of a user’s materials in real time based on their input or selected text in the browser, then display them directly in the working environment, reducing the need to switch tabs. It can also extract insights from team materials such as meeting notes, user feedback, and design documents, helping team members reuse each other’s knowledge and reduce duplicated work. For citations, the site says users can select a claim and quickly bring up relevant sources, which is useful for literature reviews and citation discovery. AI writing generation is known to use GPT-3, but it is not stated whether newer models or model selection are supported.

Pricing and Trial

Omni Individual costs $20/month and includes unlimited dataset uploads, unlimited AI Generation prompts, and unlimited GPT-3 writing generation. A free trial is available, but the trial length and usage limits are not specified. Omni Gold Enterprise costs $10,000/month and includes all features, company-level service, advanced governance and privacy features, employee training, and deployment support. The pricing is clearly aimed at large organizations.

Pros and Cons

The main advantage is its clear positioning: it combines search, team knowledge reuse, AI writing, and citation assistance, making it suitable for research and other knowledge-intensive work. It supports scenarios such as Google Docs, Microsoft Word, Evernote, Notion, Roam Research, and any web page, so its workflow is relatively close to everyday writing habits. The limitations are that the site does not disclose Chinese-language support, API availability, payment methods, or privacy and compliance details. Data must be uploaded or connected, and enterprise governance capabilities are only described in broad terms. Although the product emphasizes more contextual output, it lacks benchmarks, examples, and explanations of citation accuracy.

Who It’s For and Access from China

It is better suited to researchers, long-form writers, content teams, product/design/user research teams, and companies that want to capture and reuse internal knowledge. The scraped text does not make it possible to determine access status from mainland China, and payment methods are not disclosed. If access or payment is restricted, alternatives such as Notion AI, Perplexity, Elicit, Glean, or ChatGPT with a knowledge base setup may be worth considering.